Reference implementation of the PRADA model stealing defense. IEEE Euro S&P 2019.
☆36Mar 20, 2019Updated 7 years ago
Alternatives and similar repositories for prada-protecting-against-dnn-model-stealing-attacks
Users that are interested in prada-protecting-against-dnn-model-stealing-attacks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆33Nov 4, 2020Updated 6 years ago
- Knockoff Nets: Stealing Functionality of Black-Box Models☆117Dec 8, 2022Updated 3 years ago
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆31Dec 12, 2021Updated 4 years ago
- Watermarking against model extraction attacks in MLaaS. ACM MM 2021.☆34Jul 15, 2021Updated 5 years ago
- ☆52Feb 27, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆18Nov 13, 2021Updated 4 years ago
- Codes for the ICLR 2022 paper: Trigger Hunting with a Topological Prior for Trojan Detection☆11Sep 19, 2023Updated 3 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆76Apr 1, 2024Updated 2 years ago
- Model extraction attacks on Machine-Learning-as-a-Service platforms.☆359Nov 22, 2020Updated 5 years ago
- [EMNLP 2022] Distillation-Resistant Watermarking (DRW) for Model Protection in NLP☆13Aug 17, 2023Updated 3 years ago
- A novel data-free model stealing method based on GAN☆133Aug 10, 2026Updated 2 months ago
- Proof of concept code for DeepSteal (SP'22) Machine Learning model extraction (weight stealing) with memory side channel☆14Jun 22, 2023Updated 3 years ago
- Code for "Label-Consistent Backdoor Attacks"☆59Nov 22, 2020Updated 5 years ago
- Copycat CNN☆29Apr 17, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"☆38Jan 28, 2019Updated 7 years ago
- Concealed Data Poisoning Attacks on NLP Models☆21Sep 4, 2023Updated 3 years ago
- Reproducible BinProv implementation and pretrained model for binary compilation provenance identification without disassembly.☆10Sep 6, 2026Updated 2 months ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆129Jan 18, 2022Updated 4 years ago
- The official implementation codes of greedy residuals for the paper Watermarking Deep Neural Networks with Greedy Residuals (ICML 2021).☆24May 21, 2022Updated 4 years ago
- Protect your machine learning models easily and securely with watermarking 🔑☆94Apr 24, 2024Updated 2 years ago
- Defending against Model Stealing via Verifying Embedded External Features☆38Feb 19, 2022Updated 4 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Apr 5, 2022Updated 4 years ago
- This is the implementation of our paper 'Open-sourced Dataset Protection via Backdoor Watermarking', accepted by the NeurIPS Workshop on …☆24Oct 13, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- The official implementation of the IEEE S&P`22 paper "SoK: How Robust is Deep Neural Network Image Classification Watermarking".☆117May 24, 2023Updated 3 years ago
- ☆23Aug 24, 2020Updated 6 years ago
- Implementation of "Adversarial Frontier Stitching for Remote Neural Network Watermarking" in TensorFlow.☆24Aug 30, 2021Updated 5 years ago
- ☆14Jul 11, 2019Updated 7 years ago
- 基于TextCNN，测试三种对抗训练模型（FGSM，PGD，FREE）在text classification上的表现☆13Mar 5, 2022Updated 4 years ago
- Code for identifying natural backdoors in existing image datasets.☆15Aug 24, 2022Updated 4 years ago
- Single Image Backdoor Inversion via Robust Smoothed Classifiers☆17Jul 18, 2023Updated 3 years ago
- Code for our S&P'21 paper: Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding☆54Nov 15, 2022Updated 3 years ago
- Model Extraction(Stealing) Attacks and Defenses on Machine Learning Models Literature☆33Sep 25, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This work corroborates a run-time Trojan detection method exploiting STRong Intentional Perturbation of inputs, is a multi-domain Trojan …☆10Mar 7, 2021Updated 5 years ago
- ☆24Apr 14, 2019Updated 7 years ago
- ☆19Mar 5, 2018Updated 8 years ago
- ☆26Dec 1, 2022Updated 3 years ago
- This is the code repo of our Pattern Recognition journal on IPR protection of Image Captioning Models☆11Aug 29, 2023Updated 3 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Nov 16, 2022Updated 3 years ago
- Github repo for One-shot Neural Backdoor Erasing via Adversarial Weight Masking (NeurIPS 2022)☆15Jan 3, 2023Updated 3 years ago